NVIDIA GPU Systems / AI Inference / Performance Engineering
Overview
Seeking a hands-on Performance and Benchmarking Engineer to characterize and optimize AI workloads running on large-scale NVIDIA GPU infrastructure. This role sits within an architecture team and focuses primarily on GPU compute performance, AI inference, and system-level benchmarking, with networking performance as a secondary consideration.
Key Responsibilities
- Develop and execute performance benchmarks for AI inference and machine learning workloads across NVIDIA GPU systems.
- Characterize performance on platforms including NVIDIA DGX and B200/B300-based systems, analyzing throughput, latency, utilization, memory behavior, and scaling efficiency.
- Evaluate AI models and workload configurations to identify performance bottlenecks and recommend system or architecture improvements.
- Build benchmarking methodologies, automation, and reporting frameworks to produce repeatable performance results.
- Collaborate with architecture, compute, networking, and software teams to optimize end-to-end AI cluster performance.
- Deep hands-on experience with NVIDIA GPU compute platforms and AI/ML performance benchmarking.
- Strong understanding of AI inference, model performance, workload characterization, and GPU architecture.
- Experience with NVIDIA DGX, B200/B300, H100/H200, Blackwell, Hopper, or comparable GPU systems.
- Experience analyzing performance metrics including latency, throughput, GPU utilization, memory bandwidth, and multi-GPU scaling.
- Strong scripting and automation skills using Python or similar languages.
- Experience with MLPerf, CUDA, NCCL, TensorRT, Triton Inference Server, PyTorch, Nsight, or similar AI performance and profiling technologies.
- Experience benchmarking LLMs, inference workloads, distributed training, or large-scale GPU clusters.
- Familiarity with RDMA, RoCE, InfiniBand, Ethernet, GPUDirect RDMA, or networking considerations affecting GPU cluster performance.
Estimated Min Rate: $250,000.00/Annually
Estimated Max Rate: $300,000.00/Annually
What’s In It for You?
We welcome you to be a part of the largest and legendary global staffing companies to meet your career aspirations. Yoh’s network of client companies has been employing professionals like you for over 65 years in the U.S., UK and Canada. Join Yoh’s extensive talent community that will provide you with access to Yoh’s vast network of opportunities and gain access to this exclusive opportunity available to you. Benefit eligibility is in accordance with applicable laws and client requirements. Benefits include:
- Medical, Prescription, Dental & Vision Benefits (for employees working 20+ hours per week)
- Health Savings Account (HSA) (for employees working 20+ hours per week)
- Life & Disability Insurance (for employees working 20+ hours per week)
- MetLife Voluntary Benefits
- Employee Assistance Program (EAP)
- 401K Retirement Savings Plan
- Direct Deposit & weekly epayroll
- Referral Bonus Programs
- Certification and training opportunities
Note: Any pay ranges displayed are estimations. Actual pay is determined by an applicant's experience, technical expertise, and other qualifications as listed in the job description. All qualified applicants are welcome to apply.
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